{"id":"W4416431991","doi":"10.1080/15210960.2025.2575742","title":"IBPOC Teachers’ Responses to Canadian Schooling for Students from War Zones","year":2025,"lang":"en","type":"article","venue":"Multicultural Perspectives","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnic group; Qualitative research; Higher education; Poverty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001834475,0.0001105198,0.0001340721,0.0001257492,0.001262543,0.0002098847,0.0003378026,0.00007565164,0.0001098741],"category_scores_gemma":[0.001116188,0.00008002366,0.00008130923,0.0002330146,0.0001582701,0.0001964253,0.00002319331,0.00007900739,0.0000337541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000369092,"about_ca_system_score_gemma":0.0002916589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4571705,"about_ca_topic_score_gemma":0.5482437,"domain_scores_codex":[0.9989874,0.00008304534,0.0001252627,0.0002881782,0.0001869095,0.0003292442],"domain_scores_gemma":[0.9992403,0.0001405357,0.00002685922,0.00009977626,0.0002350597,0.0002574548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005337659,0.00008196927,0.009765317,0.000002156743,0.00006453442,7.911727e-7,0.9720622,0.000006314555,0.00073432,0.003864148,0.01087863,0.002486267],"study_design_scores_gemma":[0.0001934483,0.00001587974,0.05878611,0.00003472656,0.00001039019,4.206848e-8,0.719172,0.000004057467,0.0001465264,0.0001327587,0.2213854,0.0001187186],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667682,0.001498437,0.00001896888,0.02839269,0.0007128688,0.0004574145,0.00002889795,0.00005353534,0.002068988],"genre_scores_gemma":[0.9835533,0.0001388863,0.002065659,0.000684178,0.0003160125,0.00007583927,0.000005955978,0.000004756776,0.01315544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2528902,"threshold_uncertainty_score":0.9710588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266370448658089,"score_gpt":0.4114877799416252,"score_spread":0.3888240754550443,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}